Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

OpenAI

GPT-4

OpenAI

GPT-4 is a multimodal language model developed by OpenAI. It achieves strong performance with an average score of 77.7% across 12 benchmarks. It excels particularly in AI2 Reasoning Challenge (ARC) (96.3%), HellaSwag (95.3%), Uniform Bar Exam (90.0%). The model shows particular specialization in reasoning tasks with an average performance of 93.0%. The model is available through 2 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly.

Meta

Llama 3.1 405B Instruct

Meta

Llama 3.1 405B Instruct is a language model developed by Meta. It achieves strong performance with an average score of 79.2% across 18 benchmarks. It excels particularly in ARC-C (96.9%), GSM8k (96.8%), API-Bank (92.0%). It supports a 256K token context window for handling large documents. The model is available through 8 API providers. Released in 2024, it represents Meta's latest advancement in AI technology.

OpenAI

GPT-4

OpenAI

2023-06-13

Meta

Llama 3.1 405B Instruct

Meta

2024-07-23

1 year newer

Pricing Comparison

Cost per million tokens (USD)

OpenAI

GPT-4

Input:$30.00
Output:$60.00
Meta

Llama 3.1 405B Instruct

$88.22 cheaper
Input:$0.89
Output:$0.89

Performance Metrics

Context window and performance specifications

OpenAI

GPT-4

Max Context:65.5K
Meta

Llama 3.1 405B Instruct

Larger context
Max Context:256.0K
Parameters:405.0B

Average performance across 5 common benchmarks

OpenAI

GPT-4

Average Score:62.4%
Meta

Llama 3.1 405B Instruct

+14.7%
Average Score:77.1%

Performance comparison across key benchmark categories

OpenAI

GPT-4

reasoning
93.0%
math
68.5%
code
67.0%
general
+3.0%
76.2%
Meta

Llama 3.1 405B Instruct

reasoning
+3.9%
96.9%
math
+18.9%
87.4%
code
+14.4%
81.4%
general
73.2%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

GPT-4

2022-12-31

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

OpenAI

GPT-4

2 providers

Azure

Throughput: 104 tok/s
Latency: 0.3ms

OpenAI

Throughput: 100 tok/s
Latency: 0.5ms
Meta

Llama 3.1 405B Instruct

8 providers

Together

Throughput: 35 tok/s
Latency: 0.5ms

Hyperbolic

Throughput: 40 tok/s
Latency: 0.5ms

DeepInfra

Throughput: 27 tok/s
Latency: 0.5ms

Google

Throughput: 42 tok/s
Latency: 0.4ms

Fireworks

Throughput: 78 tok/s
Latency: 0.5ms

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms

Lambda

Throughput: 42 tok/s
Latency: 0.5ms

Replicate

Throughput: 22 tok/s
Latency: 0.5ms
OpenAI

GPT-4

Avg Score:62.4%
Providers:2
Meta

Llama 3.1 405B Instruct

+14.7%
Avg Score:77.1%
Providers:8